Ya Lin

Exact grid-free confidence-region computation from dependent p -value functions under arbitrary dependence

Repeated sample splitting, cross-fitting, conformal ensembling, and related randomized workflows often produce multiple dependent valid p-value functions for the same target. Existing p-merging theory guarantees pointwise validity under arbitrary dependence, but turning the merged output into a confidence region typica...